CN115797106B

CN115797106B - Automatic generation method, device and equipment for distribution network infrastructure scheme and readable storage medium

Info

Publication number: CN115797106B
Application number: CN202310064345.2A
Authority: CN
Inventors: 杜礼锋; 王曦; 姜绍艳; 林肇熙; 郑嘉欣; 蔡春元; 李俊辉; 刘思麟; 阮家滨
Original assignee: Zhongshan Power Supply Bureau of Guangdong Power Grid Co Ltd
Current assignee: Zhongshan Power Supply Bureau of Guangdong Power Grid Co Ltd
Priority date: 2023-02-06
Filing date: 2023-02-06
Publication date: 2023-05-16
Anticipated expiration: 2043-02-06
Also published as: CN115797106A

Abstract

The application provides an automatic generation method, device and equipment for a distribution network infrastructure scheme and a readable storage medium, when laying planning is required to be carried out on the distribution network infrastructure project, the application can determine each target sub-project type of the distribution network infrastructure project to be laid; acquiring planning laying position coordinate information and connection relation information of each sub-item; so that the planned laying position of each sub-project can be examined in the field and a determination can be made as to whether the planned laying position of each sub-project is appropriate. The method can also judge whether difference information exists between the coordinate information of the planned laying position of each sub-project and the field investigation data; if the sub-items exist, the connection relation of the sub-items can be adjusted, and knowledge graph data of the data are extracted to construct a knowledge graph; and generating a construction project laying scheme according to the knowledge graph and the difference information, so that laying planning workers can develop the laying planning work, and the management work and construction cost of the distribution network construction project are reduced.

Description

Automatic generation method, device and equipment for distribution network infrastructure scheme and readable storage medium

Technical Field

The present disclosure relates to the field of information processing technologies, and in particular, to a method, an apparatus, a device, and a readable storage medium for automatically generating a distribution network infrastructure scheme.

Background

Along with the development of society and economy, the demand for electric energy is continuously increased in the production process, the investment for electric power construction is also continuously increased, and electric power enterprises enter a large-scale electric power infrastructure construction period, so that electric power infrastructure engineering management is more and more important. The quality of the power infrastructure project management is directly related to the quality of the power infrastructure project construction, which is important for the later operation and maintenance of various power infrastructures. The quantity of infrastructure construction projects is large, and requirements on efficiency, quality and the like of infrastructure management are higher and higher, so that great challenges are brought to the infrastructure engineering management work of the power enterprise.

In the situation that the current power grid investment of the power system is inclined towards the distribution network, the distribution network project management of the power system has the characteristics of large number of construction sites, regional dispersion, insufficient on-site inspection staff and the like, and the distribution network project management of the current power system mainly depends on the traditional management mode and on-site inspection means, for example, management and control software is utilized for management. However, after the work patrolling personnel at the construction site leave the construction site, the construction site is free from the sight line range, and the coordination at the site is difficult. At present, the project points related to the power infrastructure project management are wide, and constructors are limited, so that the traditional distribution network infrastructure laying management needs a great deal of manpower investment, and the laying scheme of the distribution network infrastructure project cannot be automatically generated, so that the working pressure of laying planners is effectively reduced.

Disclosure of Invention

The present application aims to solve at least one of the above technical drawbacks, and in view of this, the present application provides a method, an apparatus, a device, and a readable storage medium for automatically generating a distribution network infrastructure project, which are used for solving the technical drawbacks that it is difficult to automatically generate a distribution network infrastructure project with high efficiency in the prior art.

An automatic generation method of a distribution network infrastructure scheme comprises the following steps:

determining information of each target sub-item of a distribution network infrastructure project to be paved;

acquiring planning laying position coordinate information of each target sub-item and first connection relation information among the target sub-items according to the target sub-item information;

performing field investigation on the planned laying position of each target sub-item according to the planned laying position coordinate information of each target sub-item, and collecting field investigation data of the planned laying position of each target sub-item;

judging whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position;

if the target sub-item with the difference information exists between the coordinate information of the planned laying position and the field investigation data of the planned laying position, adjusting the connection relation between the target sub-item with the difference information and other target sub-items to obtain second connection relation information between the target sub-items;

Extracting the coordinate information of the planned laying position of each target sub-item, the second connection relation information among the target sub-items and the knowledge map data of the field investigation data of the planned laying position of each target sub-item, wherein the knowledge map data comprise the planned construction time, the constructor configuration and the building material supply scheme information of the distribution network infrastructure project to be laid;

constructing a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be paved according to the knowledge graph data;

and generating a target infrastructure engineering laying scheme corresponding to the distribution network infrastructure engineering to be laid according to the target knowledge graph, the coordinate information of the planned laying position of the target sub-project and the difference information between the field investigation data of the planned laying position.

Preferably, after constructing the target knowledge graph corresponding to each target sub-item of the distribution network infrastructure to be paved according to the knowledge graph data, before generating the target infrastructure paving scheme corresponding to the distribution network infrastructure to be paved according to the difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position of the target knowledge graph and the target sub-item, the method further includes:

Determining a difference weight value of the target sub-item with difference information between the planned paving position coordinate information and the field investigation data of the planned paving position according to the difference information between the target knowledge map and the planned paving position coordinate information of the target sub-item and the field investigation data of the planned paving position;

dividing the difference information of each target sub-item with the difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference grades according to the difference weight value of each target sub-item;

setting different colors for each target sub-item according to the difference grade of the difference information of each target sub-item;

and presenting the color corresponding to each target sub-item for each target sub-item on the target knowledge graph.

Preferably, after the difference weight value of the target sub-item with difference information between the determined planned paving position coordinate information and the field survey data of the planned paving position; before dividing the difference information of each target sub-item with the difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference grades according to the difference weight value of each target sub-item, the method further comprises:

Judging whether the difference weight value of each target sub-item exceeds a preset threshold value;

if the target sub-item with the difference weight value exceeding the preset threshold value exists, sending out authorization information of whether the corresponding target sub-item is paved according to the actual paving position coordinates of the target sub-item.

Preferably, after said collecting first connection relation information between each of said target sub-items; before collecting the field survey data of the planned laying position of each of the target sub-items, the method further comprises:

and determining the shortest connection route between the target sub-items according to the first connection relation information.

Preferably, the calculation formula for determining the shortest connection route between the target sub-items includes:

wherein ,

n represents the image node corresponding to the current target sub-item;

representing a node weight value accumulation sum from a start node to a current image node N on a path; />

A node weight value accumulation sum from a start node start to an image node N-l on a path is represented;

representing the accumulated cost of the current image node from the backtracking length l to the previous point N-l+1 towards the direction of the initial node;

wherein ,

cost of node j

The calculation formula of (2) is as follows:

wherein ,

the image gray value of the node;

is a gradient weight;

the maximum response value weight after Gabor transformation of the node;

r, s, t are three constant parameters, where,

；

indicating the directional deviation of the path.

An automatic generation device for a distribution network infrastructure scheme, comprising:

the project type determining unit is used for determining target sub-project information of the distribution network infrastructure project to be paved;

the first connection relation determining unit is used for collecting planning laying position coordinate information of each target sub-item and first connection relation information among the target sub-items according to the target sub-item information;

the data acquisition unit is used for carrying out field investigation on the planned laying position of each target sub-item according to the planned laying position coordinate information of each target sub-item, and acquiring field investigation data of the planned laying position of each target sub-item;

the first judging unit is used for judging whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position;

The connection relation adjusting unit is used for adjusting the connection relation between the target sub-item with the difference information and other target sub-items to obtain second connection relation information between the target sub-items when the execution result of the first judging unit is the target sub-item with the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position;

the data analysis unit is used for extracting the coordinate information of the planned laying position of each target sub-item, the second connection relation information among the target sub-items and the knowledge graph data of the field investigation data of the planned laying position of each target sub-item, wherein the knowledge graph data comprises the planned construction time, the constructor configuration and the building material supply scheme information of the distribution network infrastructure project to be laid;

the knowledge graph construction unit is used for constructing a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be laid according to the knowledge graph data;

and the basic construction scheme determining unit is used for generating a target basic construction engineering paving scheme corresponding to the distribution network basic construction engineering to be paved according to the target knowledge graph, the coordinate information of the planned paving position of the target sub-item and the difference information between the field investigation data of the planned paving position.

Preferably, the apparatus further comprises:

the difference weight value determining unit is used for determining a difference weight value of the target sub-item with difference information between the planned paving position coordinate information and the field investigation data of the planned paving position according to the difference information between the target knowledge graph and the planned paving position coordinate information of the target sub-item and the field investigation data of the planned paving position;

the difference grade determining unit is used for dividing the difference information of each target sub-item with the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position into different difference grades according to the difference weight value of each target sub-item;

a color setting unit, configured to set a different color for each target sub-item according to a difference level of difference information of each target sub-item;

and the display unit is used for displaying the corresponding color of each target sub-item for each target sub-item on the target knowledge graph.

Preferably, the apparatus further comprises:

the second judging unit is used for judging whether the difference weight value of each target sub-item exceeds a preset threshold value;

And the authorization request unit is used for sending out the request whether to lay the authorization information of the corresponding target sub-item according to the actual laying position coordinates of the target sub-item when the execution result of the second judging unit is that the target sub-item with the difference weight value exceeding the preset threshold value is determined.

An automatic generation device for a distribution network infrastructure scheme, comprising: one or more processors, and memory;

the memory has stored therein computer readable instructions which, when executed by the one or more processors, implement the steps of the method for automatically generating a distribution network infrastructure, as described in any of the preceding introduction.

A readable storage medium having stored therein computer readable instructions which, when executed by one or more processors, cause the one or more processors to implement the steps of the method for automatically generating a distribution network infrastructure scenario as described in any of the preceding introduction.

According to the technical scheme, when the laying planning is needed for the distribution network infrastructure engineering, the method provided by the embodiment of the application can determine the information of each target sub-item of the distribution network infrastructure engineering to be laid; collecting planning laying position coordinate information of each target sub-item and first connection relation information among the target sub-items according to the target sub-item information; so that the planned laying position of each target sub-item can be inspected in the field according to the planned laying position coordinate information of each target sub-item, and the field inspection data of the planned laying position of each target sub-item are collected; so that it is possible to determine whether the coordinate information of the planned laying position of each target sub-item is appropriate or not according to the field inspection data of the planned laying position of each target sub-item. After the field investigation data of the planned laying position of each target sub-item are collected, whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position or not can be judged; if the target sub-items with difference information between the planned laying position coordinate information and the field inspection data of the planned laying position exist, the unreasonable laying plan of each target sub-item at present is indicated, and the laying plan of each target sub-item needs to be readjusted, so if the target sub-items with difference information between the planned laying position coordinate information and the field inspection data of the planned laying position exist, the connection relation between the target sub-items with difference information and other target sub-items can be adjusted, and second connection relation information between each target sub-item is obtained; after the connection relation among the target sub-projects is adjusted, the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge graph data of the field investigation data of the planned laying position of each target sub-project can be further extracted; so that a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be paved can be constructed according to the knowledge graph data; constructing a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be laid can help manage the distribution network infrastructure project to be laid by using the target knowledge graph. Therefore, after the target knowledge graph is determined, the target infrastructure engineering laying scheme corresponding to the to-be-laid distribution network infrastructure engineering can be generated further according to the difference information between the target knowledge graph and the planned laying position coordinate information of the target sub-item and the field investigation data of the planned laying position, so that laying planning workers can develop laying planning work, and the to-be-laid distribution network infrastructure engineering can be efficiently managed.

The method provided by the embodiment of the application can efficiently manage each project of the distribution network infrastructure project to be paved, and the management work and construction cost of the distribution network infrastructure project to be paved can be effectively reduced by utilizing the target infrastructure project paving scheme corresponding to the distribution network infrastructure project to be paved.

Drawings

In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present application, and that other drawings may be obtained according to these drawings without inventive faculty for a person skilled in the art.

Fig. 1 is a flowchart of a method for implementing automatic generation of a network infrastructure scheme according to an embodiment of the present application;

fig. 2 is a schematic structural diagram of an automatic generating device for a network configuration scheme according to an example of an embodiment of the present application;

fig. 3 is a hardware block diagram of an automatic generating device for a network infrastructure scheme according to an embodiment of the present application.

Detailed Description

The following description of the embodiments of the present application will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all, of the embodiments of the present application. All other embodiments, which can be made by one of ordinary skill in the art without undue burden from the present disclosure, are within the scope of the present disclosure.

In view of the fact that most of the existing automatic generation schemes of the distribution network infrastructure schemes are difficult to adapt to complex and changeable business requirements, the applicant researches an automatic generation scheme of the distribution network infrastructure schemes, and the automatic generation method of the distribution network infrastructure schemes can efficiently manage each project of the distribution network infrastructure projects to be paved.

The methods provided by the embodiments of the present application may be used in a wide variety of general purpose or special purpose computing device environments or configurations. For example: personal computers, server computers, hand-held or portable devices, tablet devices, multiprocessor devices, distributed computing environments that include any of the above devices or devices, and the like.

The embodiment of the application provides an automatic generation method of a distribution network infrastructure scheme, which can be applied to various power management systems or distribution infrastructure engineering management systems, and also can be applied to various computer terminals or intelligent terminals, and an execution subject of the method can be a processor or a server of the computer terminals or the intelligent terminals.

The following describes, with reference to fig. 1, a flow of a method for automatically generating a configuration network infrastructure scheme according to an embodiment of the present application, where, as shown in fig. 1, the flow may include the following steps:

step S101, determining information of each target sub-item of the distribution network infrastructure project to be paved.

In particular, in practical application, the later operation and maintenance of various electric power infrastructures is important. The number of the electric power infrastructure construction projects is large, and requirements on efficiency, quality and the like of infrastructure management are higher and higher, so that great challenges are brought to the management work of the electric power enterprise infrastructure engineering.

Under the situation that the current power grid investment of the power system is inclined towards the distribution network, the distribution network project management of the power system has the characteristics of large number of construction sites, regional dispersion, insufficient on-site inspection staff and the like, and the coordination problem of the construction sites cannot be effectively solved by means of the traditional management mode and on-site inspection means, so that the management work of the distribution network foundation project of the power system cannot be effectively managed.

In the practical application process, the project points related to the electric power infrastructure project management are wide in number, various project types are large, constructors are limited in number, the traditional distribution network infrastructure is difficult to lay and manage, a large amount of manual labor is needed to be input, the working pressure of laying planners is very large, and the working pressure of the laying planners cannot be effectively reduced by the existing distribution network infrastructure management scheme.

wherein ,

the management work and the laying planning work of different types of projects are different.

Therefore, in the actual application process, each piece of target sub-project information of the distribution network infrastructure project to be paved can be determined, so that the paving scheme of the distribution network infrastructure project to be paved can be formulated according to each piece of target sub-project information.

Step S102, acquiring planning laying position coordinate information of each target sub-item and first connection relation information among the target sub-items according to the target sub-item information.

Specifically, as can be seen from the above description, the method provided by the embodiment of the present application may determine each target sub-item information of the distribution network infrastructure to be laid.

The respective target sub-item information of the distribution network infrastructure to be laid may include information on a management specification of the respective target sub-items, laying plan information, and connection relations between the respective sub-items.

Therefore, after determining the information of each target sub-item of the distribution network infrastructure project to be paved, the coordinate information of the planning paving position of each target sub-item and the first connection relation information among the target sub-items can be collected according to the information of each target sub-item.

The planned laying position coordinate information of the target sub-item can feed back the specific laying position and the laying range of the target sub-item, so that the relevant management work specification and the manager configuration of the target sub-item can be determined.

The method comprises the steps of collecting the planned laying position coordinate information of each target sub-item and the first connection relation information among the target sub-items, and can be helpful for confirming whether the planned laying position coordinate information of each target sub-item and the first connection relation among the target sub-items are reasonable or not.

And step S103, performing field investigation on the planned laying position of each target sub-item according to the planned laying position coordinate information of each target sub-item, and collecting field investigation data of the planned laying position of each target sub-item.

Specifically, as can be seen from the foregoing description, after determining each target sub-item information of a distribution network infrastructure to be paved, the method provided by the embodiment of the present application may collect, according to each target sub-item information, coordinate information of a planned paving position of each target sub-item and first connection relationship information between each target sub-item.

The planned laying position coordinate information of each target sub-project and the first connection relation between each target sub-project reasonably relate to whether the laying scheme of the to-be-laid distribution network infrastructure project is reasonable or not, and also relate to the development of the later maintenance work of the whole distribution network infrastructure project.

In order to ensure that the planned laying position of each target sub-item and the connection relation between the target sub-items are reasonable, after the planned laying position coordinate information of each target sub-item and the first connection relation information between the target sub-items are acquired, the planned laying position of each target sub-item can be inspected in the field according to the planned laying position coordinate information of each target sub-item, and the field inspection data of the planned laying position of each target sub-item can be acquired.

So that the coordinate information of the planned laying position of each target sub-item and whether the connection layout of each target sub-item is reasonable or not can be analyzed according to the field investigation data of the planned laying position of each target sub-item.

And step S104, judging whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position.

Specifically, as can be seen from the foregoing description, the method provided in the embodiment of the present application may collect the planned laying position coordinate information of each target sub-item and the first connection relationship information between the target sub-items, and then perform an on-site investigation on the planned laying position of each target sub-item according to the planned laying position coordinate information of each target sub-item, and collect on-site investigation data of the planned laying position of each target sub-item.

Further, in order to verify whether the planned laying position coordinate information of each target sub-item is accurate and reasonable, after the field investigation data of the planned laying position of each target sub-item is collected, whether difference information exists between the planned laying position coordinate information of each target sub-item and the field investigation data of the planned laying position can be further judged.

If there is the target sub-item having difference information between the planned paving position coordinate information and the field survey data of the planned paving position, it is indicated that there may be an unreasonable paving plan of the target sub-item having difference information between the planned paving position coordinate information and the field survey data of the planned paving position, and step S105 may be performed so as to adjust the paving plan of each of the target sub-items.

Step S105, adjusting the connection relationship between the target sub-item with the difference information and other target sub-items, to obtain second connection relationship information between the target sub-items.

Specifically, as can be seen from the above description, the method provided by the embodiment of the present application may determine whether there is difference information between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position.

If the target sub-items with difference information between the planned paving position coordinate information and the field investigation data of the planned paving position exist, the fact that the paving planning information of each current target sub-item possibly has deviation or unreasonable positions is indicated, and adjustment is needed according to the paving position information and the connection relation of each current target sub-item.

Therefore, if the target sub-item with the difference information exists between the planned paving position coordinate information and the field investigation data of the planned paving position, the connection relation between the target sub-item with the difference information and other target sub-items can be adjusted, and second connection relation information among the target sub-items can be obtained.

And S106, extracting the coordinate information of the planned laying position of each target sub-item, the second connection relation information among the target sub-items and the knowledge graph data of the field investigation data of the planned laying position of each target sub-item.

Specifically, as can be seen from the description above, when determining that the target sub-item having the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position exists, the method provided by the embodiment of the application can timely adjust the connection relationship between the target sub-item having the difference information and other target sub-items to obtain second connection relationship information between the target sub-items.

After the connection relation between the target sub-item with the difference information and other target sub-items is adjusted, the planned laying position coordinate information of each target sub-item, the second connection relation information among the target sub-items and the knowledge graph data of the field investigation data of the planned laying position of each target sub-item can be extracted, so that a knowledge graph can be constructed according to the knowledge graph data.

Wherein, the knowledge-graph data may include: and the planning construction time, the constructor configuration and the building material supply scheme of the distribution network foundation engineering to be paved.

The knowledge-graph data may facilitate the generation of the distribution network infrastructure to be laid.

And step S107, constructing a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be paved according to the knowledge graph data.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may extract the coordinate information of the planned laying position of each target sub-item, the second connection relationship information between the target sub-items, and the knowledge-graph data of the field investigation data of the planned laying position of each target sub-item.

And constructing a knowledge graph by using the knowledge graph data.

In the practical application process, a Knowledge Graph (knowledgegraph) is called a Knowledge domain visualization or Knowledge domain mapping map in the book emotion boundary, which is a series of different graphs for displaying the Knowledge development process and the structural relationship, and the Knowledge resource and the carrier thereof are described by using the visualization technology, and Knowledge and the mutual connection between the Knowledge resource and the carrier thereof are mined, analyzed, constructed, drawn and displayed.

In the practical application process, the knowledge graph is a modern theory which combines the theory and method of subjects such as application mathematics, graphics, information visualization technology, information science and the like with the methods of metering introduction analysis, co-occurrence analysis and the like, and utilizes the visualized graph to visually display the core structure, development history, leading edge field and overall knowledge architecture of subjects to achieve the aim of multi-subject fusion.

Knowledge maps can provide a tangible, valuable reference for discipline research.

Therefore, after the knowledge graph data is determined, the target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be paved can be constructed according to the knowledge graph data, so that management work of each target sub-item of the distribution network infrastructure project to be paved can be effectively managed.

And S108, generating a target infrastructure engineering laying scheme corresponding to the distribution network infrastructure engineering to be laid according to the target knowledge graph, the coordinate information of the planned laying position of the target sub-project and the difference information between the field investigation data of the planned laying position.

Specifically, as can be seen from the above description, the method provided by the embodiment of the present application may construct, according to the knowledge graph data, a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure to be laid.

The target knowledge graph can comprise related data of the distribution network infrastructure project to be laid;

therefore, after the target knowledge graph is determined, a target infrastructure engineering laying scheme corresponding to the to-be-laid distribution network infrastructure engineering can be generated according to the difference information between the target knowledge graph and the planned laying position coordinate information of the target sub-project and the field investigation data of the planned laying position, so that laying planning workers can develop laying planning work, and the to-be-laid distribution network infrastructure engineering can be efficiently managed.

As can be seen from the above-described technical solution, the method provided by the embodiment of the present application may extract the planned laying position coordinate information of each target sub-item, the second connection relation information between each target sub-item, and the knowledge-graph data of the field investigation data of the planned laying position of each target sub-item, and construct a knowledge-graph of the network infrastructure to be laid according to the knowledge-graph data, and finally generate the target infrastructure laying solution corresponding to the network infrastructure to be laid according to the difference information between the target knowledge-graph and the planned laying position coordinate information of the target sub-item and the field investigation data of the planned laying position, so that the laying planning staff may perform the laying planning work, which is helpful for efficiently managing each item of the network infrastructure to be laid, and effectively reduce the management work and the construction cost of the network infrastructure to be laid by using the target infrastructure laying solution corresponding to the network infrastructure to be laid.

In the practical application process, in order to better generate a target infrastructure project scheme corresponding to the to-be-paved sub-network infrastructure project, after constructing a target knowledge graph corresponding to each target sub-item of the to-be-paved sub-network infrastructure project according to the knowledge graph data, generating difference information between planned paving position coordinate information and planned paving position field inspection data according to the target knowledge graph and the target sub-item, and before generating the target infrastructure project paving scheme corresponding to the to-be-paved sub-network infrastructure project, determining a difference weight value of the target sub-item with difference information between planned paving position coordinate information and planned paving position field inspection data so as to present personalized presentation effects to each target sub-item according to the difference weight value of the target sub-item with difference information between planned paving position coordinate information and planned paving position field inspection data, the method provided by the embodiment of the application may include the following steps:

step S201, determining a difference weight value of the target sub-item with difference information between the planned paving position coordinate information and the field investigation data of the planned paving position according to the difference information between the target knowledge graph and the planned paving position coordinate information of the target sub-item and the field investigation data of the planned paving position.

Constructing a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure to be paved, wherein the target knowledge graph can include management data and related management work related to each target sub-item of the distribution network infrastructure to be paved.

And according to the target knowledge graph, the management data related to each target sub-project of the distribution network infrastructure project to be paved and how to develop related management work can be known.

In order to be able to carry out more flexibly the relevant work for the individual target sub-items of the distribution network infrastructure to be laid.

As can be seen from the above description, the method provided by the embodiment of the present application may further determine difference information between the coordinate information of the planned laying position of the target sub-item and the field investigation data of the planned laying position.

If the difference information between the planned laying position coordinate information of the target sub-project and the field investigation data of the planned laying position is too much, the management work and the laying work of each sub-project of the whole distribution network infrastructure project to be laid are affected.

Therefore, after the target knowledge graph is determined, the difference weight value of the target sub-item with the difference information between the planned laying position coordinate information and the field investigation data of the planned laying position can be determined further according to the difference information between the target knowledge graph and the planned laying position coordinate information and the field investigation data of the planned laying position, so that the personalized display effect of each target sub-item can be determined according to the difference weight value of each target sub-item to enrich the visual effect of the target knowledge graph.

Step S202, dividing the difference information of each target sub-item with the difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference grades according to the difference weight value of each target sub-item.

Specifically, as can be seen from the above description, the method provided by the embodiment of the present application may determine, according to the target knowledge graph and the difference information between the planned laying position coordinate information of the target sub-item and the field investigation data of the planned laying position, a difference weight value of the target sub-item having the difference information between the planned laying position coordinate information and the field investigation data of the planned laying position.

The difference weight value of each target sub-item can reflect the deviation degree of the difference information existing between the planned laying position coordinate information of each target sub-item and the field investigation data of the planned laying position.

Different difference levels can be set according to different deviation degrees of the difference information, so that corresponding measures can be formulated according to the difference levels.

Therefore, after determining the difference weight value of the difference information existing between the planned laying position coordinate information of each target sub-item and the field investigation data of the planned laying position, the difference information of each target sub-item, of which the difference information exists between the planned laying position coordinate information and the field investigation data of the planned laying position, may be divided into different difference levels according to the difference weight value of each target sub-item, so that different personalized display effects of each target sub-item may be set for different difference levels.

Step S203, setting a different color for each target sub-item according to the difference level of the difference information of each target sub-item.

Specifically, as can be seen from the foregoing description, the method provided in the embodiment of the present application may divide, according to the difference weight value of each target sub-item, the difference information of each target sub-item having the difference information between the coordinate information of the planned laying position and the field investigation data of the planned laying position into different difference classes.

From the above description, in the actual management process, in order to better manage the related work of the distribution network infrastructure engineering to be paved, the method provided by the embodiment of the application may perform on-site investigation data on the planned paving position of each target sub-item, and determine whether there is difference information between the on-site investigation data and the coordinate information of the planned paving position.

In order to better represent the difference between the planned laying position information and the field investigation data of each target sub-item, different colors can be set for each target sub-item according to the difference grade of the difference information of each target sub-item.

And step S204, presenting the color corresponding to each target sub-item for each target sub-item on the target knowledge graph.

Specifically, as can be seen from the above description, the method provided in the embodiment of the present application may set a different color for each target sub-item according to the difference level of the difference information of each target sub-item.

And setting different colors for each target sub-item, and judging the degree of difference between the planned laying position coordinate information and the field investigation data of each target sub-item through the colors.

Further, a color corresponding to each target sub-item can be presented for each target sub-item on the target knowledge graph.

The personalized display effect of each target sub-item can be presented through the personalized display effect of the target knowledge graph, and the degree of difference between the planned laying geographic position coordinate information and the field investigation data of each target sub-item can be determined through the color of each target sub-item.

As can be seen from the above-described technical solution, the method provided by the embodiment of the present application may divide, according to the difference weight value of each target sub-item, the difference information of each target sub-item having difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference levels, and set different colors for each target sub-item according to the different difference levels to present in the target knowledge map corresponding to each target sub-item, so as to generate a target infrastructure paving scheme corresponding to the to-be-paved network infrastructure, so that paving planning staff may perform paving planning work, and may efficiently manage the to-be-paved network infrastructure.

In the actual application process, in order to better generate a target infrastructure project scheme corresponding to the distribution network infrastructure project to be paved, after the difference weight value of the target sub-project with difference information between the coordinate information of the planning paving position and the field investigation data of the planning paving position is determined; before dividing the difference information of each target sub-item with difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference levels according to the difference weight value of each target sub-item, the method provided by the embodiment of the application can determine whether the information requesting authorization needs to occur according to the difference weight value of each target sub-item, and the process can be described as follows:

step S301, determining whether the difference weight value of each target sub-item exceeds a preset threshold.

Specifically, as can be seen from the foregoing description, the method provided by the embodiments of the present application may determine the differential weight value of each of the target sub-items.

And the difference weight value can feed back the difference degree between the planned laying geographic position coordinate information and the field investigation data of each target sub-item.

In the actual application process, if the degree of difference between the planned laying geographical position coordinate information of the target sub-item and the field investigation data is too large, it is indicated that the planned laying geographical position coordinate information of the target sub-item may not be reasonable, and adjustment needs to be made in time.

Therefore, in order to determine whether the planned laying geographical position coordinate information and the connection relation of each target sub-item are reasonable, after determining the difference weight value of each target sub-item, it may be further determined whether the difference weight value of each target sub-item exceeds a preset threshold value.

wherein ,

the preset threshold value can be set by referring to the first position coordinate information of the planned laying of the target sub-item.

For example, the preset threshold may be set to be within a range of not more than 500m of a square of planned paving geographical position coordinate information of the target sub-item.

If the target sub-item with the difference weight value exceeding the preset threshold value exists, it is indicated that the planned laying geographic position coordinate information of the target sub-item may be unreasonable, and timely adjustment may be required, and authorization information of the staff may be requested, and step S302 may be executed.

Step S302, issuing a request to lay the corresponding authorization information of the target sub-item according to the actual laying position coordinates of the target sub-item.

Specifically, as can be seen from the foregoing description, the method provided in the embodiment of the present application may further determine whether the difference weight value of each target sub-item exceeds a preset threshold after determining the difference weight value of each target sub-item.

If there is a target sub-item with a difference weight value exceeding the preset threshold value, it is indicated that the planned laying geographic position coordinate information of the target sub-item and the connection relation with other target sub-items may be unreasonable, and the planned laying information and the field investigation data may deviate too much, and it is required to confirm whether to lay the relevant laying work of the target sub-item according to the actual laying position coordinate information of the target sub-item.

Therefore, when it is determined that there is a target sub-item whose difference weight value exceeds the preset threshold value, it is possible to issue a request whether to lay authorization information of the corresponding target sub-item according to the actual laying position coordinates of the target sub-item, so that the laying scheme of the target sub-item can be further determined through manual judgment.

From the above-described technical solution, it can be seen that, in order to better generate a target infrastructure project solution corresponding to the distribution network infrastructure project to be paved, after the difference weight value of the target sub-project having difference information between the determined planned paving position coordinate information and the field investigation data of the planned paving position is determined; before dividing the difference information of each target sub-item with difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference levels according to the difference weight value of each target sub-item, the method provided by the embodiment of the application can determine whether the information requesting authorization needs to occur according to the difference weight value of each target sub-item, so that the paving scheme of the target sub-item can be further determined through manual judgment, so that the target infrastructure paving scheme corresponding to the to-be-paved network infrastructure can be generated, paving planning workers can carry out paving planning work, and the to-be-paved network infrastructure can be efficiently managed.

In the actual application process, in order to better generate a target infrastructure project scheme corresponding to the distribution network infrastructure project to be paved, after the first connection relation information among all the target sub-projects is acquired; before collecting the field investigation data of the planned laying position of each target sub-item, the method provided by the embodiment of the application may determine the shortest connection route between each target sub-item according to the first connection relation information, and the process may be described as follows:

Specifically, in the practical application process, considering the construction requirement of the distribution network infrastructure, in the distribution network infrastructure engineering, the connection path between each target sub-item is set as the shortest connection path between each target sub-item according to the connection relationship information between each target sub-item of the distribution network infrastructure engineering to be laid.

Therefore, after determining the connection relationship between the respective target sub-items, the first connection relationship information may be further determined to determine the shortest connection route between the respective target sub-items.

So that the connection relation among the target sub-projects and the layout of the target sub-projects can be more close to the requirements of the distribution network infrastructure engineering to be paved.

wherein ,

the calculation formula for determining the shortest connection route between the target sub-items may include the following:

wherein ,

n can represent the image node corresponding to the current target sub-item;

the node weight value accumulation sum of the image node N corresponding to the current target sub-item from the start node start on the path can be represented;

The node weight value accumulation sum from the start node start to the image node N-l on the path can be represented;

the accumulated cost from the length l to the previous point N-l+1 of the image node corresponding to the current target sub-item to the direction of the initial node can be represented;

wherein ,

cost of node j

The calculation formula of (2) can be as follows: />

wherein ,

the image gray value of the node can be;

may be a gradient weight;

the maximum response value weight after Gabor transformation of the node can be obtained;

r, s, t may be three constant parameters, wherein,

；

the directional deviation of the path may be represented.

As can be seen from the above-described technical solution, in order to better generate a target infrastructure project solution corresponding to the distribution network infrastructure project to be laid, after the first connection relationship information between each of the target sub-projects is collected; before the field investigation data of the planned laying position of each target sub-item is collected, the method provided by the embodiment of the application can determine the shortest connecting route between each target sub-item according to the first connecting relation information, so that the laying layout scheme of each target sub-item can be determined according to the shortest connecting route between each target sub-item, a target infrastructure engineering laying scheme corresponding to the to-be-laid distribution network infrastructure engineering can be generated, laying planning work can be carried out by laying planning staff, and the to-be-laid distribution network infrastructure engineering can be efficiently managed.

The description of the automatic generation device of the distribution network infrastructure scheme provided by the embodiment of the application is provided below, and the automatic generation device of the distribution network infrastructure scheme described below and the automatic generation method of the distribution network infrastructure scheme described above can be referred to correspondingly.

Referring to fig. 2, fig. 2 is a schematic structural diagram of an automatic generating device for a network infrastructure scheme according to an embodiment of the present application.

As shown in fig. 2, the automatic generating device for the configuration network infrastructure scheme may include:

an item type determining unit 101, configured to determine target sub-item information of each distribution network infrastructure to be laid;

a first connection relation determining unit 102, configured to collect, according to each target sub-item information, planned laying position coordinate information of each target sub-item and first connection relation information between each target sub-item;

the data acquisition unit 103 is configured to perform field investigation on the planned laying position of each target sub-item according to the planned laying position coordinate information of each target sub-item, and acquire field investigation data of the planned laying position of each target sub-item;

a first judging unit 104, configured to judge whether there is difference information between the planned paving position coordinate information of each target sub-item and the field investigation data of the planned paving position;

A connection relation adjustment unit 105, configured to adjust a connection relation between the target sub-item having difference information and other target sub-items when the execution result of the first determination unit is that the target sub-item having difference information exists between the planned paving position coordinate information and the field investigation data of the planned paving position, so as to obtain second connection relation information between the target sub-items;

a data analysis unit 106, configured to extract coordinate information of a planned laying position of each target sub-item, second connection relationship information between each target sub-item, and knowledge-graph data of field investigation data of the planned laying position of each target sub-item;

a knowledge graph construction unit 107, configured to construct a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure to be laid according to the knowledge graph data;

and the infrastructure scheme determining unit 108 is configured to generate a target infrastructure engineering laying scheme corresponding to the distribution network infrastructure engineering to be laid according to the target knowledge graph and the difference information between the planned laying position coordinate information of the target sub-project and the field investigation data of the planned laying position.

According to the technical scheme, when the laying planning is needed for the distribution network infrastructure engineering, the device provided by the embodiment of the application can determine the information of each target sub-item of the distribution network infrastructure engineering to be laid; collecting planning laying position coordinate information of each target sub-item and first connection relation information among the target sub-items according to the target sub-item information; so that the planned laying position of each target sub-item can be inspected in the field according to the planned laying position coordinate information of each target sub-item, and the field inspection data of the planned laying position of each target sub-item are collected; so that it is possible to determine whether the coordinate information of the planned laying position of each target sub-item is appropriate or not according to the field inspection data of the planned laying position of each target sub-item. After the field investigation data of the planned laying position of each target sub-item are collected, whether difference information exists between the coordinate information of the planned laying position of each target sub-item and the field investigation data of the planned laying position or not can be judged; if the target sub-items with difference information between the planned laying position coordinate information and the field inspection data of the planned laying position exist, the unreasonable laying plan of each target sub-item at present is indicated, and the laying plan of each target sub-item needs to be readjusted, so if the target sub-items with difference information between the planned laying position coordinate information and the field inspection data of the planned laying position exist, the connection relation between the target sub-items with difference information and other target sub-items can be adjusted, and second connection relation information between each target sub-item is obtained; after the connection relation among the target sub-projects is adjusted, the coordinate information of the planned laying position of each target sub-project, the second connection relation information among the target sub-projects and the knowledge graph data of the field investigation data of the planned laying position of each target sub-project can be further extracted; so that a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be paved can be constructed according to the knowledge graph data; constructing a target knowledge graph corresponding to each target sub-item of the distribution network infrastructure project to be laid can help manage the distribution network infrastructure project to be laid by using the target knowledge graph. Therefore, after the target knowledge graph is determined, the target infrastructure engineering laying scheme corresponding to the to-be-laid distribution network infrastructure engineering can be generated further according to the difference information between the target knowledge graph and the planned laying position coordinate information of the target sub-item and the field investigation data of the planned laying position, so that laying planning workers can develop laying planning work, and the to-be-laid distribution network infrastructure engineering can be efficiently managed.

The device provided by the embodiment of the application can efficiently manage each project of the distribution network infrastructure engineering to be paved, and the management work and construction cost of the distribution network infrastructure engineering to be paved can be effectively reduced by utilizing the target infrastructure engineering paving scheme corresponding to the distribution network infrastructure engineering to be paved.

Further optionally, the apparatus may further include:

The specific process flow of each unit included in the automatic generating device for the network configuration basic scheme may be described in part by referring to the foregoing automatic generating method for the network configuration basic scheme, which is not described herein again.

The automatic generating device for the distribution network infrastructure scheme provided by the embodiment of the application can be applied to automatic generating equipment for the distribution network infrastructure scheme, such as a terminal: cell phones, computers, etc. Optionally, fig. 3 is a block diagram showing a hardware structure of the automatic generating device for a configuration network infrastructure, and referring to fig. 3, the hardware structure of the automatic generating device for a configuration network infrastructure may include: at least one processor 1, at least one communication interface 2, at least one memory 3 and at least one communication bus 4.

In the embodiment of the present application, the number of the processor 1, the communication interface 2, the memory 3, and the communication bus 4 is at least one, and the processor 1, the communication interface 2, and the memory 3 complete communication with each other through the communication bus 4.

The processor 1 may be a central processing unit CPU, or a specific integrated circuit ASIC (Application Specific Integrated Circuit), or one or more integrated circuits configured to implement embodiments of the present application, etc.;

the memory 3 may comprise a high-speed RAM memory, and may further comprise a non-volatile memory (non-volatile memory) or the like, such as at least one magnetic disk memory;

wherein the memory stores a program, the processor is operable to invoke the program stored in the memory, the program operable to: and realizing each processing flow in the automatic generation scheme of the terminal distribution network base scheme.

The embodiment of the application also provides a readable storage medium, which can store a program suitable for being executed by a processor, the program being configured to: and realizing each processing flow of the terminal in the automatic generation scheme of the distribution network infrastructure scheme.

Finally, it is further noted that relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.

In the present specification, each embodiment is described in a progressive manner, and each embodiment is mainly described in a different point from other embodiments, and identical and similar parts between the embodiments are all enough to refer to each other.

The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. The various embodiments may be combined with one another. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims

1. The automatic generation method of the distribution network infrastructure scheme is characterized by comprising the following steps:

2. The method according to claim 1, wherein after constructing the target knowledge-graph corresponding to each target sub-item of the distribution network infrastructure to be laid based on the knowledge-graph data, before generating the target infrastructure laying plan corresponding to the distribution network infrastructure to be laid based on the difference information between the planned laying position coordinate information and the planned laying position field inspection data of the target knowledge-graph and the target sub-item, the method further comprises:

3. The method of claim 2, wherein after the determination of the differential weight value of the target sub-item for which there is differential information between planned paving position coordinate information and field survey data for a planned paving position; before dividing the difference information of each target sub-item with the difference information between the coordinate information of the planned paving position and the field investigation data of the planned paving position into different difference grades according to the difference weight value of each target sub-item, the method further comprises:

4. The method of claim 1, wherein after said collecting first connection relationship information between each of said target sub-items; before collecting the field survey data of the planned laying position of each of the target sub-items, the method further comprises:

5. The method of claim 4, wherein the calculation formula for determining the shortest connection route between each of the target sub-items comprises:

wherein ,

n represents the image node corresponding to the current target sub-item;

the node weight value accumulation sum of the image node N corresponding to the current target sub-item from the start node start on the path is represented;

the image node N corresponding to the current target sub-item backtracks the accumulated cost from the length l to the previous point N-l+1 towards the direction of the initial node;

wherein ,

cost of node j

The calculation formula of (2) is as follows:

wherein ,

the image gray value of the node;

is a gradient weight;

the maximum response value weight after Gabor transformation of the node;

r, s, t are three constant parameters, where,

；

indicating the directional deviation of the path.

6. An automatic generation device for a distribution network infrastructure scheme is characterized by comprising:

7. The apparatus of claim 6, wherein the apparatus further comprises:

8. The apparatus of claim 7, wherein the apparatus further comprises:

9. An automatic generation device for a distribution network infrastructure scheme, comprising: one or more processors, and memory;

stored in the memory are computer readable instructions which, when executed by the one or more processors, implement the steps of the distribution network infrastructure automatic generation method of any of claims 1 to 5.

10. A readable storage medium, characterized by: the readable storage medium has stored therein computer readable instructions which, when executed by one or more processors, cause the one or more processors to implement the steps of the method for automatically generating a distribution network infrastructure scenario as defined in any one of claims 1 to 5.